AI Fluency
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Projects
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Experience
AI Evaluator / Subject Matter Expert
Mercor IntelligenceFeb 2026 — Jul 2026 · Remote
Design and validate multi-file data science evaluations for frontier AI models, developing input artifacts, reference answers, and weighted scoring rubrics. Analyze repeated model trajectories to identify systematic reasoning, visual-interpretation, and error-propagation failures. Design adversarial STEM benchmark problems to probe reasoning limits across six frontier models.
Founder
BlueDoveFeb 2024 — Jul 2025 · Remote
Built and launched a generative-AI commerce MVP solo using React, Node.js, FastAPI, Docker, SQL, and AWS S3 for custom product design and ordering. Owned development and delivery end to end, fulfilling real customer orders concierge-style before winding down in July 2025.
Project Manager
H/A StudioOct 2022 — Jun 2023 · Remote
Coordinated website projects across clients, developers, and designers. Translated founder requirements into actionable tasks and managed timelines and deliverables.
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Freelance Developer
Self-Employed
Jan 2022 — Sep 2022 · Remote
Designed and deployed a full-stack QR-code-based contactless ordering system for restaurants, handling both frontend and backend implementation.
Education
The University of Texas at Austin
Doctor of Philosophy (Ph.D.) in Electrical and Computer Engineering
Sep 2012 — Jun 2018
Advisor: Prof. Haris Vikalo
Korea Advanced Institute of Science and Technology
Master’s Degree in Signal Processing(Detection and Estimation), Electrical Engineering
Sep 2008 — Jun 2010
Advisor: Prof. Joohwan Chun
Korea University
Bachelor’s Degree in Electrical Engineering
Sep 2003 — Jun 2008
Credentials
a
Publication
aBayesQR: A Bayesian method for reconstruction of viral populations characterized by low diversity
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Publication
Viral quasispecies reconstruction via tensor factorization with successive read removal
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Publication
Joint haplotype assembly and genotype calling via sequential Monte Carlo algorithm
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Skills
Benchmark DesignReinforcement Learning Human Feedback (RLHF)AI EvaluationComputational WorkflowsData Pipeline DevelopmentModeling and SimulationSignal ProcessingAlgorithm DevelopmentStatistical ModelingFull-Stack DevelopmentGenerative AIData ScienceData IntelligenceLarge Language Models (LLM)ReactNode.js